: Every design choice involves a cost. The CAP Theorem (Consistency, Availability, and Partition Tolerance) is a foundational concept that forces architects to choose which properties to prioritize in a distributed environment.
: Keeping the web tier stateless allows for easy horizontal scaling, as any server can handle any incoming request. foundations of scalable systems pdf github free
Designing for scalability is not just about adding hardware; it is about making fundamental architectural choices that prevent technical debt as a system reaches its tipping point. Core Principles of Scalability : Every design choice involves a cost
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